Numerical evaluation metrics

Metric xgboost cnn naive lstm
mae 0.64 0.82 0.83 0.71
cor 0.99 0.99 0.98 0.99
ratio_of_sd 0.99 1.01 0.98 0.98
KGE 0.98 0.98 0.98 0.98
amplitude_mae 1.03 1.09 1.95 1.07
maximum_difference 1.49 1.43 1.44 1.38
sign_correlation 0.89 0.79 0.91 0.87
extreme_correlation 0.81 0.76 0.71 0.84
qqplot_mae 0.06 0.35 0.09 0.38
acf_mae 0.02 0.04 0.03 0.01
extremogram_mae 0.02 0.02 0.01 0.01


Graphical evaluation metrics